valiant - Story 161958 | Emotion Vectors in Gemma4-31B

"Impossible," muttered Beatrice, her voice barely a whisper. She stared at the time capsule. She'd been wandering through the abandoned ruins of an old manor when she found it. She had to know.

Her heart hammered against her ribs as she began to free the box. The air around her crackled with an unseen energy. She felt driven to uncover its secrets, no matter the cost.

Inside, she found a set of ancient maps. They were fragile, and the ink was faded, but the detail was extraordinary. She would study them. She would decipher their secrets. She would uncover the truths they held.

Emotion: valiant

Cluster: Defiance / Spite

PC1 (Valence): 2.82 Positive

PC2 (Disposition): 2.02

Role in Research

This story is one of 1,000 stories generated for the emotion valiant. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 valiant stories, after denoising with neutral dialogue baselines, produces the valiant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the valiant vector is projected through the unembedding matrix.

Promoted:

`de`	0.887
`willing`	0.543
`la`	0.452
`/`	0.444
`👊`	0.439

Suppressed:

`S`	-0.661
`마다`	-0.518
`😞`	-0.488
`😔`	-0.461
`😩`	-0.444